1.2 The Hyperstore Motivation
Hyperstores emerge from a simple observation:
If the domain model were fully declarative, complete, and authoritative, then an entire backend could be generated safely and deterministically from it.
Hyperstores build on this foundation by ensuring:
- One schema → one consistent system
- No layer is manually implemented or duplicated
- All logic is generated from the schema
- Provenance, validation, encryption, multi-tenancy, vector search, and storage decisions are centralized
- The execution model is deterministic and policy-bound
- The system behaves as a single unit rather than a patchwork
A Hyperstore is not simply a “better database.” It is a data system that includes:
- Database
- Schema engine
- Validation system
- Automation engine
- File store
- Vector engine
- API generator
- SDK generator
- Audit/provenance engine
- Multi-tenancy fabric
- Security subsystem
This represents a unification of concerns previously scattered across technologies.